{"id":"W126152549","doi":"10.1089/thy.2014.0132","title":"Ultrasound Surveillance for Thyroid Malignancies in Survivors of Childhood Cancer Following Radiotherapy: A Single Institutional Experience","year":2014,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Hotel Dieu Hospital; Western University","funders":"American Thyroid Association","keywords":"Medicine; Thyroid nodules; Thyroid cancer; Thyroid; Radiology; Nodule (geology); Fine-needle aspiration; Thyroid carcinoma; Malignancy; Radiation therapy; Ultrasound; Biopsy; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005182113,0.0002303253,0.0002282606,0.0009373263,0.000925504,0.0005461234,0.0004548743,0.0003676335,0.0008837736],"category_scores_gemma":[0.002384678,0.0002820604,0.0002587778,0.001154943,0.0006392722,0.0003311504,0.0007800285,0.0004700542,0.0001427216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001027368,"about_ca_system_score_gemma":0.001720867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634758,"about_ca_topic_score_gemma":0.0246301,"domain_scores_codex":[0.9995465,0.0001031822,0.00006384358,0.00005482517,0.0001014182,0.0001302852],"domain_scores_gemma":[0.9981005,0.0003202507,0.0007758538,0.0001014324,0.0002035276,0.0004984617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002714123,0.00008030177,0.9917819,0.00001677251,0.000009602357,0.002465528,0.001665043,0.00004032924,0.0003834896,0.00001887401,0.0001150035,0.003395936],"study_design_scores_gemma":[0.00001399867,0.001060732,0.9564979,0.00006365569,0.00006384154,0.0288971,0.01090921,0.0002922852,0.001022838,0.00004073991,0.001111608,0.00002616206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995448,0.0001348088,0.00004714522,0.00003493229,0.000002145715,0.00001178362,0.00003161183,0.000004682089,0.0001879962],"genre_scores_gemma":[0.999543,0.000207365,0.00009233192,0.00003433374,0.00000496341,0.000006363252,0.0000506718,0.000002036342,0.00005903802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01634758,"threshold_uncertainty_score":0.03250486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457033441451676,"score_gpt":0.2734886022334128,"score_spread":0.258918267818896,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}